On the number of excursion sets of planar Gaussian fields

Author:

Beliaev DmitryORCID,McAuley MichaelORCID,Muirhead StephenORCID

Abstract

AbstractThe Nazarov–Sodin constant describes the average number of nodal set components of smooth Gaussian fields on large scales. We generalise this to a functional describing the corresponding number of level set components for arbitrary levels. Using results from Morse theory, we express this functional as an integral over the level densities of different types of critical points, and as a result deduce the absolute continuity of the functional as the level varies. We further give upper and lower bounds showing that the functional is at least bimodal for certain isotropic fields, including the important special case of the random plane wave.

Funder

University of Oxford

Publisher

Springer Science and Business Media LLC

Subject

Statistics, Probability and Uncertainty,Statistics and Probability,Analysis

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A central limit theorem for the number of excursion set components of Gaussian fields;The Annals of Probability;2024-05-01

2. On the universality of the Nazarov-Sodin constant;Electronic Journal of Probability;2024-01-01

3. On the perimeter estimation of pixelated excursion sets of two‐dimensional anisotropic random fields;Scandinavian Journal of Statistics;2023-09-09

4. The phase transition for planar Gaussian percolation models without FKG;The Annals of Probability;2023-09-01

5. Asymptotic topology of excursion and nodal sets of Gaussian random fields;Journal für die reine und angewandte Mathematik (Crelles Journal);2022-07-28

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